Syamantak Kumar

1. Streaming PCA for Markovian Data
   2023/05/03 by Syamantak Kumar, Purnamrita Sarkar, Kumar, Syamantak +1 · 3 citations
   Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Random Matrices and Applications #Distributed Sensor Networks and Detection Algorithms
2. Oja's Algorithm for Streaming Sparse PCA
   2024/02/11 by Syamantak Kumar, Kumar, Syamantak, Purnamrita Sarkar +1 · 2 citations
   Computer Science · #Advanced Algebra and Logic
3. Black-Box k-to-1-PCA Reductions: Theory and Applications
   2024/03/06 by Arun Jambulapati, Syamantak Kumar, Jambulapati, Arun +9 · 2 citations
   Computer Science · #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #FOS: Mathematics #Face and Expression Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Numerical Analysis (math.NA) #Rough Sets and Fuzzy Logic